Authors: Shaifali Pande; Dibyendu Ghoshal
Addresses: Department of Electronics and Communication Engineering, National Institute of Technology, Agartala-799055, India ' Department of Electronics and Communication Engineering, National Institute of Technology, Agartala-799055, India
Abstract: Parallel beam back projection method has been used to reconstruct the images (collected from standard books or literature) which had been acquired by using energy source of various frequency bands in electromagnetic spectrum. The present study has included various images in positive as well as negative forms. Images of stellar objects, natural phenomena and normal objects has been analysed by varying the image resolution and entropy of the reconstructed images have been calculated for various number of projections. It has been observed that the number of projections becomes higher with the increase of image resolution for having the larger amount of entropy. The study has also indicated that the entropy achieved for the reconstructed image at first increases and then passes through a maximum followed by a decreasing nature with the increase of number of projections. Histogram equalisation studies have further been made on each reconstructed image to have an insight to the contrast of reconstructed images.
Keywords: image reconstruction; image projection; radon transform; parallel beam back projection; entropy; histogram equalisation.
International Journal of Computational Science and Engineering, 2013 Vol.8 No.2, pp.162 - 170
Received: 01 Oct 2011
Accepted: 15 Mar 2012
Published online: 04 Apr 2013 *